{"id":43486,"date":"2024-06-02T01:16:56","date_gmt":"2024-06-01T17:16:56","guid":{"rendered":"http:\/\/www.biocloudservice.com\/wordpress\/?p=43486"},"modified":"2024-06-11T11:40:26","modified_gmt":"2024-06-11T03:40:26","slug":"a6d81ee7ef","status":"publish","type":"post","link":"http:\/\/www.biocloudservice.com\/wordpress\/?p=43486","title":{"rendered":"\u4e2d\u56fd\u79d1\u7814\u56e2\u961f\u60ca\u8273\u67f3\u53f6\u5200\u5b50\u520a\uff0111\u79cd\u673a\u5668\u5b66\u4e60+\u4e2d\u56fd\u513f\u7ae5\u961f\u5217+\u9884\u6d4b\u6a21\u578b\uff0c\u82cf\u5dde\u5927\u5b66\u674e\u8273\u7ea2\u56e2\u961f\u9065\u9065\u9886\u5148\uff01"},"content":{"rendered":"
\n

\"\u4e2d\u56fd\u79d1\u7814\u56e2\u961f\u60ca\u8273\u67f3\u53f6\u5200\u5b50\u520a\uff0111\u79cd\u673a\u5668\u5b66\u4e60+\u4e2d\u56fd\u513f\u7ae5\u961f\u5217+\u9884\u6d4b\u6a21\u578b\uff0c\u82cf\u5dde\u5927\u5b66\u674e\u8273\u7ea2\u56e2\u961f\u9065\u9065\u9886\u5148\uff01\"<\/p>\n

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\n<\/span><\/section>\n

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\u5b9a\u5236\u751f\u4fe1\u5206\u6790<\/strong><\/span><\/p>\n

\u4e91\u670d\u52a1\u5668\u79df\u8d41<\/strong><\/span><\/p>\n

(\u52a0\u5fae\u4fe1\u5907\u6ce899<\/span>\u9886\u53d6\u8bd5\u7528)<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


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\u6742\u5fd7\uff1aEClinicalMedicine<\/span><\/section>\n
IF\uff1a15.1<\/span><\/section>\n

\u53d1\u8868\u65f6\u95f4\uff1a2024.1<\/span> <\/span><\/p>\n

\u5173\u6ce8\u516c\u4f17\u53f7\uff0c\u540e\u53f0\u53d1\u9001<\/span>\u201c123\u201d<\/span>\u53ef\u4ee5\u76f4\u63a5\u83b7\u53d6\u539f\u6587PDF\uff0c\u6587\u732e\u7f16\u53f7\uff1a240518<\/span><\/section>\n
\u7814\u7a76\u80cc\u666f<\/span><\/section>\n

\u6025\u6027\u80be\u635f\u4f24(Acute kidney injury, AKI)\u662f\u5371\u91cd\u60a3\u513f\u5e38\u89c1\u4e14\u4e25\u91cd\u7684\u5668\u5b98\u529f\u80fd\u969c\u788d\u3002\u65e9\u671f\u8bc6\u522b\u548c\u9884\u6d4bAKI\u5177\u6709\u91cd\u8981\u610f\u4e49\u3002\u7136\u800c\uff0c\u76ee\u524d\u7684AKI\u6807\u51c6\u654f\u611f\u6027\u548c\u7279\u5f02\u6027\u4e0d\u8db3\uff0c\u4e14AKI\u7684\u5f02\u8d28\u6027\u9650\u5236\u4e86AKI\u751f\u7269\u6807\u5fd7\u7269\u7684\u4e34\u5e8a\u4ef7\u503c\u3002\u672c\u7814\u7a76\u65e8\u5728\u57fa\u4e8e\u673a\u5668\u5b66\u4e60(ML)\u65b9\u6cd5\u5efa\u7acb\u53ef\u89e3\u91ca\u7684AKI\u9884\u6d4b\u6a21\u578b\u5e76\u8fdb\u884c\u9a8c\u8bc1\uff0c\u8bc4\u4f30\u5176\u5bf9\u513f\u79d1\u91cd\u75c7\u76d1\u62a4\u75c5\u623f(PICU)\u60a3\u513fAKI\u9884\u540e\u7684\u9884\u6d4b\u4ef7\u503c\u3002<\/span><\/p>\n

\u7814\u7a76\u601d\u8def<\/span><\/p>\n

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\u4e3b\u8981\u7ed3\u679c<\/span><\/p>\n

\u6a21\u578b\u6784\u5efa\u4ee5\u53ca\u9884\u6d4b\u7ed3\u679c\u6bd4\u8f83<\/span><\/strong><\/span><\/p>\n

\u5728\u513f\u7ae5\u91cd\u75c7\u76d1\u62a4\u75c5\u623f\uff08PICU\uff09\u5165\u4f4f\u540e\u7684\u7b2c\u4e00\u4e2a24\u5c0f\u65f6\u5185\u6536\u96c6\u7684\u6570\u636e\u88ab\u7528\u6765\u751f\u621011\u4e2a\u673a\u5668\u5b66\u4e60\uff08ML\uff09\u6a21\u578b\uff0c\u4ee5\u9884\u6d4b\u5728PICU\u505c\u7559\u671f\u95f4\u53d1\u5c55\u4e3a\u6025\u6027\u80be\u635f\u4f24\uff08AKI\uff09\u7684\u60c5\u51b5\u3002\u572811\u4e2a\u6a21\u578b\u4e2d\uff0c\u968f\u673a\u68ee\u6797\uff08RF\uff09\u6a21\u578b\uff08AUC = 0.940\uff09\u5bf9AKI\u7684\u9884\u6d4b\u6548\u679c\u6700\u597d\uff0c\u5176\u6b21\u662fLightGBM\u6a21\u578b\uff08AUC = 0.936\uff09\u548cGBM\u6a21\u578b\uff08AUC = 0.922\uff09\uff08\u56fe2A\uff09\u3002\u5728\u6839\u636e\u7279\u5f81\u91cd\u8981\u6027\u6392\u540d\u51cf\u5c11\u7279\u5f81\u6570\u91cf\u7684\u8fc7\u7a0b\u4e2d\uff0c\u8fd9\u4e9b\u6a21\u578b\u7684AUC\u503c\u53d8\u5316\u8868\u660e\uff0cRF\u6a21\u578b\u5728\u8fd9\u4e9b\u6a21\u578b\u4e2d\u4fdd\u6301\u4e86\u51e0\u4e4e\u6700\u4f73\u7684\u9884\u6d4b\u80fd\u529b\uff0c\u5982\u56fe2B\u6240\u793a\u3002\u56e0\u6b64\uff0c\u53ef\u4ee5\u89c2\u5bdf\u5230\uff0c\u5728\u4e0a\u8ff0\u4e94\u4e2a\u6a21\u578b\u4e2d\uff0cRF\u6a21\u578b\u5728AKI\u9884\u6d4b\u65b9\u9762\u8868\u73b0\u6700\u4f73\u3002RF\u6a21\u578b\u5728\u4e0d\u540c\u6570\u91cf\u7279\u5f81\u4e0b\u7684\u6027\u80fd\u8868\u73b0\u5728\u56fe2C\u4e2d\u5c55\u793a\u3002<\/span><\/span><\/o:page><\/p>\n

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\u6a21\u578b\u89e3\u91ca<\/span><\/strong><\/span><\/p>\n

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